All Posts
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Jun 12, 2024
In this notebook we will create a simple interface using the Gradio framework for users to interact with our RAG enabled chatbot and maintain their database of reference documents.
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May 30, 2024
In this notebook we will be working on the following Kaggle Challenge on a flood detection problem where the goal is to predict the probability of a region flooding based on various factors.
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May 26, 2024
In this notebook we will explore running an LLM locally, as well as how our model can utilize RAG to alleviate problems of hallucination and knowledge gaps in the training data.
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May 20, 2024
End to end recommendation system project covering data collection to web application deployment. The aim is to create personalized recommendations based on their preferences and viewing habits. This system also considers multiple users simultaneously for group-based suggestions.
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May 8, 2024
In Part 3 of these notebooks we will improve our previous implementations and approaches to webscraping the popular anime database/community site MyAnimeList, discussing some limitations with the previous approaches and implementing their solutions